Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Network Environment Design for Autonomous Cyberdefense
As of 31 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2103.07583.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-07-31T06:34:12.847434+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-30T03:30:26.020763Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-30T03:34:13.258738Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation c2a1cea8-3775-45be-b7ec-bb6964855975 · inbound
Building Better Environments for Autonomous Cyber Defence cites this paper.
Building Better Environments for Autonomous Cyber Defence Network Environment Design for Autonomous Cyberdefense
Reference 52
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T08:11:03.609605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation 81029483-0b84-40d2-8e1b-48ec47d00e22 · inbound
A Red Teaming Framework for Evaluating Robustness of AI-enabled Security Orchestration, Automation, and Response Systems cites this paper.
A Red Teaming Framework for Evaluating Robustness of AI-enabled Security Orchestration, Automation, and Response Systems Network Environment Design for Autonomous Cyberdefense
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T15:28:25.629479Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.
Observation fb92bc45-0040-443d-a783-ec1c235ddfec · inbound
COHORT: Collaborative Orchestration for Hardening via Offensive Replay on Emulated Topologies cites this paper.
COHORT: Collaborative Orchestration for Hardening via Offensive Replay on Emulated Topologies Network Environment Design for Autonomous Cyberdefense
Reference 71
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T03:34:13.260454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-07-31T06:34:12.847434+00:00.